Entropy: Research, Papers and Researchers

01Research activity

Entropy research by ScholarsColab researchers

What researchers combine with Entropy

Words that appear most often in these paper titles. Tap one to see those papers.

Recent focus (2023 onwards): application, flow, learning, framework, detection, neural.

02Researchers

PhD researchers working on Entropy

Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.

Sanjay AgrawalVeer Surendra Sai University of Technology Burla India5 papers on this topic · 385 citationsRajeev AgarwalLloyd Institute of Engineering & Technology, Greater Noida3 papers on this topic · 13 citationsIshwar K SethiOakland University2 papers on this topic · 478 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingAAhmed Osman Osman Ibrahim MohamedDepartment of Architectural Engineering, College of Engineering, Iniversity of Hail. KSA.2 papers on this topic · 17 citationsNasir AliCOMSATS University Islamabad, Vehari Campus, Pakistan2 papers on this topic · 2 citationsTianwen ZhaoDaegu Catholic University2 papers on this topic · 1 citationsDr. Lokesh SSRM Institute of Science and Technology2 papers on this topic · 0 citationsJoao GamaUniversity of Porto1 paper on this topic · 248 citationsTarek Abd El-HafeezMinia University1 paper on this topic · 108 citationsXXiaochun ChengSwansea University1 paper on this topic · 57 citationsUdham SinghAssociate Professor1 paper on this topic · 54 citationsEmad A. Az-Zo’biMutah University1 paper on this topic · 29 citationsDr. Peter Mudiaga EtawareSouthern Delta University, Ozoro, Delta State, Nigeria1 paper on this topic · 19 citationsMMichel OwayjanAmerican University of Science & Technology1 paper on this topic · 12 citationsVV K BairagiPune University1 paper on this topic · 11 citationsDr. N.MalathyAssociate Professor1 paper on this topic · 11 citationsAnkit KumarAssistant Professor1 paper on this topic · 10 citationsHossein NajafzadehDepartment of Medical Bioengineering, Faculty of Advanced Medical Sciences, Tabriz University of…1 paper on this topic · 9 citationsProf.Dr.R.UdayakumarDean Research , SRM UNIVERSITY1 paper on this topic · 5 citationsYangIndependent1 paper on this topic · 4 citationsRoseline Oluwaseun OgundokunRedeemer's University Ede, Osun State1 paper on this topic · 3 citationsP M Durai Raj VincentProfessor in VIT University1 paper on this topic · 2 citationsDr Shweta GoyalGraphic Era Deemed to Be UNiversity1 paper on this topic · 2 citationsDr. BASAVARAJ PATILR V University, Bengaluru1 paper on this topic · 0 citationsMoses EMETEREBowen University1 paper on this topic · 0 citationsDr. Subhra dasAnsyst Consulting1 paper on this topic · 0 citationsMana DonganontUniversity of Phayao, Thailand1 paper on this topic · 0 citationsMiguel Angel Vargas CruzGrupo Alianza Empresarial1 paper on this topic · 0 citations

03Papers

Research papers on Entropy

1. Entropy nets: from decision trees to neural networks2002448 citationsIshwar K Sethi
2. Tsallis entropy based optimal multilevel thresholding using cuckoo search algorithm2013290 citationsSwarm and Evolutionary ComputationSanjay Agrawal
3. Entropy and correntropy against minimum square error in offline and online three-day ahead wind power forecasting2009248 citationsIEEE Transactions on Power SystemsJoao Gama
4. New edge detection technique based on the shannon entropy in gray level images2012108 citationsTarek Abd El-Hafeez
5. Renyi’s entropy based multilevel thresholding using a novel meta-heuristics algorithm202057 citationsApplied SciencesXiaochun Cheng
6. Entropy based automatic unsupervised brain intracranial hemorrhage segmentation using CT images202054 citationsJournal of King Saud University - Computer and Information SciencesUdham Singh
7. A novel diagonal class entropy-based multilevel image thresholding using coral reef optimization201840 citationsIEEE Transactions on Systems, Man, and Cybernetics: SystemsSanjay Agrawal
8. Comparison between entropy net and decision tree classifiers199030 citationsIshwar K Sethi
9. Entropy optimized Ferro-copper/blood based nanofluid flow between double stretchable disks: Application to brain dynamic202329 citationsAlexandria Engineering JournalEmad A. Az-Zo’bi
10. Differential exponential entropy-based multilevel threshold selection methodology for colour satellite images using equilibrium-cuckoo search optimizer202224 citationsEngineering Applications of Artificial IntelligenceSanjay Agrawal
11. A novel evolutionary row class entropy based optimal multi-level thresholding technique for brain MR images202121 citationsExpert Systems with ApplicationsSanjay Agrawal
12. Maximum entropy niche modelling to estimate the potential distribution of Phytophthora megakarya (Brasier & MJ Griffin) in tropical regions202019 citationsEuropean Journal of EcologyDr. Peter Mudiaga Etaware
13. Entropy generation analysis of oscillatory magnetized darcian flow of mixed thermal convection and mass transfer with joule heat over radiative sheet202417 citationsCase Studies in Thermal EngineeringAhmed Osman Osman Ibrahim Mohamed
14. Entropy Model for Symmetric Key Cryptography Algorithms Based on Numerical Methods201512 citationsMichel Owayjan
15. Entropy based CNN for segmentation of noisy color eye images using color, texture and brightness contour features201911 citationsInternational Journal of Recent Technology and EngineeringV K Bairagi
16. Entropy‐based complex proportional assessment for efficient task scheduling in fog computing202311 citationsTransactions on Emerging Telecommunications TechnologiesDr. N.Malathy
17. COVIDPRO-NET: a prognostic tool to detect COVID 19 patients from lung X-ray and CT images using transfer learning and Q-deformed entropy.202310 citationsJournal of Experimental and Theoretical Artificial IntelligenceAnkit Kumar
18. A novel practical decisive row-class entropy-based technique for multilevel threshold selection using opposition flow directional algorithm202210 citationsIEEE AccessSanjay Agrawal
19. Novel EEG-based diagnostic framework for major depressive disorder using microstate and entropy features20259 citationsCognitive NeurodynamicsHossein Najafzadeh
20. Entropy based integrated diagnosis for enhanced accuracy and removal of variability in clinical inferences20146 citationsRajeev Agarwal
21. Fusion model based on entropy by using optimized DCNN and iterative seed for multilane detection20225 citationsEvolutionary IntelligenceProf.Dr.R.Udayakumar
22. Is there a Bioinformatic Entropy in Cosmoconsciousness? — Proposal for Experimental Trials20234 citationsYang
23. A Probabilistic Deadline-aware Application Offloading in a Multi-Queueing Fog System: A Max Entropy Framework: N. Chauhan and R. Agrawal20244 citationsJournal of Grid ComputingRajeev Agarwal
24. Cyberbullying detection and prevention system for enhancing online platform safety using maximum entropy model20253 citationsSecurity And PrivacyRoseline Oluwaseun Ogundokun
25. Automated Epilepsy Detection using Machine Learning Classifiers based on Entropy Features20233 citationsRajeev Agarwal
26. Alzheimer’s Disease Classification via Pre-trained Convolutional Neural Network Variants Utilizing Multi-level Thresholding based on Kapur’s Entropy20242 citationsP M Durai Raj Vincent
27. Selection of Power Grids Using the Single-Valued Ambiguous Fuzzy Entropy and Distance Measures20252 citationsDr Shweta Goyal
28. Graph-theoretical approaches to entropy in Cu₂O crystalline structures: implications for biomedical and energy applications20251 citationsCommun. Math. Biol. NeurosciNasir Ali
29. Mathematical Symphonies in Copper Oxide: A Graph Entropy Approach to Topological Analysis and Applications20241 citationsNasir Ali
30. Earthquake and blast recognition based on CEEMDAN multiscale fuzzy entropy and NSGAIII optimized 1D-CNN neural networks20251 citationsJournal of Seismic ExplorationTianwen Zhao
31. Hybrid AI-Powered Framework for Real-Time DDoS Detection Using Machine Learning and Entropy-Based Analysis20250 citationsDr. BASAVARAJ PATIL
32. Analysis of entropy and effect of surface dynamics on photovoltaic performance20210 citationsMoses EMETERE
33. Entropy Generation in flat plate collector as a function of Plate Temperature20090 citationsDr. Subhra das
34. Analysis of QRS detection in ECG signal using entropy and edge detection20190 citationsJournal of International Pharmaceutical ResearchDr. Lokesh S
35. ANALYSIS OF QRS PEAK AND EDGE DETECTION IN ECG SIGNAL USING ENTROPY.20190 citationsDr. Lokesh S
36. Optimization of the SOM neural network model using CEEMDAN distribution entropy and ALO for seismic and blasting identification20250 citationsTianwen Zhao
37. Strongly convex functions and extensions of related inequalities with applications to entropy20240 citationsAIMS MathematicsMana Donganont
38. Code for measuring holographic entanglement entropy on a quantum simulator for two quantum computers20190 citationsMiguel Angel Vargas Cruz
39. Entropy production with the flow of nanomaterials through the permeable stretched surface with heterogeneous–homogenous chemical reaction20230 citationsThe Royal Society of ChemistryAhmed Osman Osman Ibrahim Mohamed

04Journals

Journals that publish Entropy research

Where our researchers published their papers on this topic, with each journal’s indexing.

*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →

05Top 2% scientists

World’s Top 2% scientists in Artificial Intelligence & Image Processing

The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Entropy in that list; 10,979 researchers from 94 countries are listed in it.

Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.

06Related topics

Topics related to Entropy

Topics that share the most papers with Entropy in our researchers’ work:

• Neural Network819 papers · 267 researchers
• Machine Learning (ML)1,348 papers · 424 researchers

07Questions

Frequently asked questions